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RArrowDS.hxx
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1 #ifndef ROOT_RARROWTDS
2 #define ROOT_RARROWTDS
3 
4 #include "ROOT/RDataFrame.hxx"
5 #include "ROOT/RDataSource.hxx"
6 
7 #include <memory>
8 
9 namespace arrow {
10 class Table;
11 }
12 
13 namespace ROOT {
14 namespace Internal {
15 namespace RDF {
16 class TValueGetter;
17 } // namespace RDF
18 } // namespace Internal
19 
20 namespace RDF {
21 
22 class RArrowDS final : public RDataSource {
23 private:
24  std::shared_ptr<arrow::Table> fTable;
25  std::vector<std::pair<ULong64_t, ULong64_t>> fEntryRanges;
26  std::vector<std::string> fColumnNames;
27  size_t fNSlots = 0U;
28 
29  std::vector<std::pair<size_t, size_t>> fGetterIndex; // (columnId, visitorId)
30  std::vector<std::unique_ptr<ROOT::Internal::RDF::TValueGetter>> fValueGetters; // Visitors to be used to track and get entries. One per column.
31  std::vector<void *> GetColumnReadersImpl(std::string_view name, const std::type_info &type) override;
32 
33 public:
34  RArrowDS(std::shared_ptr<arrow::Table> table, std::vector<std::string> const &columns);
35  ~RArrowDS();
36  const std::vector<std::string> &GetColumnNames() const override;
37  std::vector<std::pair<ULong64_t, ULong64_t>> GetEntryRanges() override;
38  std::string GetTypeName(std::string_view colName) const override;
39  bool HasColumn(std::string_view colName) const override;
40  bool SetEntry(unsigned int slot, ULong64_t entry) override;
41  void InitSlot(unsigned int slot, ULong64_t firstEntry) override;
42  void SetNSlots(unsigned int nSlots) override;
43  void Initialise() override;
44  std::string GetLabel() override;
45 };
46 
47 ////////////////////////////////////////////////////////////////////////////////////////////////
48 /// \brief Factory method to create a Apache Arrow RDataFrame.
49 /// \param[in] table an apache::arrow table to use as a source.
50 RDataFrame MakeArrowDataFrame(std::shared_ptr<arrow::Table> table, std::vector<std::string> const &columns);
51 
52 } // namespace RDF
53 
54 } // namespace ROOT
55 
56 #endif